Triple
T19984317
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Transfiguration |
E493896
|
entity |
| Predicate | usesTextbook |
P36463
|
FINISHED |
| Object |
Intermediate Transfiguration
Intermediate Transfiguration is a Hogwarts textbook that provides mid-level instruction in the magical art of transforming objects and creatures.
|
E1404877
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Intermediate Transfiguration | Statement: [Transfiguration, usesTextbook, Intermediate Transfiguration]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Intermediate Transfiguration Context triple: [Transfiguration, usesTextbook, Intermediate Transfiguration]
-
A.
Apprentice Adept
Apprentice Adept is a science fantasy novel series by Piers Anthony that blends parallel worlds, magic, and technology in a shared universe.
-
B.
Intermediate 2
Intermediate 2 was a now-discontinued Scottish secondary school qualification that sat between Standard Grade and Higher in the national qualifications framework.
-
C.
Intermediate South
Intermediate South is a public middle school within the Toms River Regional Schools district in New Jersey.
-
D.
Intermediate Certificate
The Intermediate Certificate was an Irish secondary school qualification awarded to students typically around age 15, serving as a mid-level exam before the final school-leaving qualification.
-
E.
Intermediate North
Intermediate North is a middle school within the Toms River Regional Schools district in New Jersey.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Intermediate Transfiguration Triple: [Transfiguration, usesTextbook, Intermediate Transfiguration]
Generated description
Intermediate Transfiguration is a Hogwarts textbook that provides mid-level instruction in the magical art of transforming objects and creatures.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Intermediate Transfiguration Target entity description: Intermediate Transfiguration is a Hogwarts textbook that provides mid-level instruction in the magical art of transforming objects and creatures.
-
A.
Apprentice Adept
Apprentice Adept is a science fantasy novel series by Piers Anthony that blends parallel worlds, magic, and technology in a shared universe.
-
B.
Intermediate 2
Intermediate 2 was a now-discontinued Scottish secondary school qualification that sat between Standard Grade and Higher in the national qualifications framework.
-
C.
Intermediate South
Intermediate South is a public middle school within the Toms River Regional Schools district in New Jersey.
-
D.
Intermediate Certificate
The Intermediate Certificate was an Irish secondary school qualification awarded to students typically around age 15, serving as a mid-level exam before the final school-leaving qualification.
-
E.
Intermediate North
Intermediate North is a middle school within the Toms River Regional Schools district in New Jersey.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69da626a67648190af9653832a3aeced |
completed | April 11, 2026, 3:02 p.m. |
| NER | Named-entity recognition | batch_69e65d157d088190af861608936e59b7 |
completed | April 20, 2026, 5:06 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a07fddf60a481908f80b945de7fa52a |
completed | May 16, 2026, 5:17 a.m. |
| NEDg | Description generation | batch_6a07fe72f47c8190b63c6f528656329e |
completed | May 16, 2026, 5:19 a.m. |
| NED2 | Entity disambiguation (via description) | batch_6a080261c6f88190a2ede168aab944b6 |
completed | May 16, 2026, 5:36 a.m. |
Created at: April 11, 2026, 3:28 p.m.